Maple · Facilities advisor

Ask your building anything. Get an engineer's answer.

Maple is LeanFM's facilities advisor — grounded in your building's actual trend data and LeanFM's fault library. Ask why a zone runs hot, what changed last month, or what to fix first. It answers with the evidence, the root cause, and the next step.

maple · commissioning advisor

Why did our gas usage jump in March?

Maple

RTU-3 · DAT setpoint · 03/04 RTU-1/2/3 · htg + clg cmd Gas meter · daily · 03/01–03/27

Recommended: restore the prior reset schedule — about 30 minutes for your controls contractor.

$4,120 so far
01 — Not a chatbot

An engineer's answer has three parts. Maple gives you all of them.

Answers in findings

Every response is structured: diagnosis, evidence, recommended action, estimated impact. Not a vague write-up — a finding you can hand straight to your contractor.

Cites the data

Every claim names the points and dates behind it — equipment, trend, time range. You can check Maple's work on any answer — the kind of transparency that earns trust fast.

Knows its limits

Maple doesn't change setpoints, and it doesn't guess. When the data won't support a confident answer, it says so — and escalates to LeanFM's engineers.

02 — What teams ask

The questions you already have.

Facilities director

"Why is Wing C hot every Monday morning?"

Energy manager

"What changed since last month? Our kW is up 8%."

Operations manager

"What should we fix before cooling season — cheapest first?"

VP of facilities

"Give me a one-paragraph summary of this quarter for the board."

Controls technician

"Is the new sequence on AHU-2 actually holding its reset?"

Business manager

"Which building should we tackle first, and what's it worth?"

03 — Under the hood

Grounded in your data, not guessing.

Maple reasons over three things: your building's trend data, LeanFM's fault-detection findings, and a fault library built from Carnegie Mellon research and field commissioning. It works from evidence that exists — and shows it to you.

04 — With AIR

AIR shows where you stand. Maple explains why.

The score tells you something moved. Maple tells you what moved it, what it costs, and what to do — then the next analysis run shows the fix in the score. See how AIR works

See Maple on your data

Bring your hardest "why" question.

Request a sample analysis and ask to see Maple work against your own building's findings.